Description

This tool allows users to write number and recognize it in real time.

The model of handwriting recognition system is based on a deep Convolutional Neural Network (CNN) architecture.

It is written in Python and uses Tkinter for its graphical user interface (GUI).

Software Environment

Install

Install Visual Studio Code(optional) and Python 3.8.3 required with all requirements.txt dependencies installed:

$ git clone https://github.com/JeffWang0325/HandWritingRecognition-CNN.git
$ cd HandWritingRecognition-CNN
$ pip install -r requirements.txt

Execute GUI

Execute paintApp_my_save.py

If you have any questions or suggestions about code, project or any other topics, please feel free to contact me and discuss with me. 😄😄😄

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
bugs		bugs
1.png		1.png
2.png		2.png
GUIDemo.gif		GUIDemo.gif
IDLE and tkinter with Tcl_Tk on macOS _ Python.org.mhtml		IDLE and tkinter with Tcl_Tk on macOS _ Python.org.mhtml
README.md		README.md
classify.png		classify.png
cnn_mnist.ipynb		cnn_mnist.ipynb
keras_cnn.py		keras_cnn.py
mnist_model.h5		mnist_model.h5
model.json		model.json
model1.json		model1.json
paintApp.py		paintApp.py
paintApp_cv.py		paintApp_cv.py
paintApp_my.py		paintApp_my.py
paintApp_my_save.py		paintApp_my_save.py
python - NSException with Tkinter on mac - Stack Overflow.mhtml		python - NSException with Tkinter on mac - Stack Overflow.mhtml
requirements.txt		requirements.txt
tkinter和matplotlib在mac下的一个问题 - 程序园.mhtml		tkinter和matplotlib在mac下的一个问题 - 程序园.mhtml